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UnevenDolphin73
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106 Questions, 749 Answers
  Active since 10 January 2023
  Last activity 10 months ago

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662 × Eureka!
0 Votes
4 Answers
1K Views
0 Votes 4 Answers 1K Views
Follow up on execute_remotely, I see one can limit the available GPU resources in a worker daemon; could one also limit the number of CPU cores available?
2 years ago
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30 Answers
1K Views
0 Votes 30 Answers 1K Views
What happens to file that are downloaded to a remote_execution via StorageManager? Are they removed at the end of the run, or does it continuously increases ...
2 years ago
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5 Answers
1K Views
0 Votes 5 Answers 1K Views
We’re randomly getting the following message - 2023-03-07 11:07:26,123 [WARNING] [urllib3.connectionpool]: Retrying (Retry(total=237, connect=237, read=240, ...
one year ago
0 Votes
3 Answers
1K Views
0 Votes 3 Answers 1K Views
If, for starters, I'd only like to use ClearML for logging purposes (that is, experiments run locally, and I report metrics, graphs, etc to ClearML). Do I st...
3 years ago
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3 Answers
1K Views
0 Votes 3 Answers 1K Views
Can we temporarily disable the autologging feature? (specifically for matplotlib ?)
one year ago
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16 Answers
1K Views
0 Votes 16 Answers 1K Views
We’re running clearml-agent on k8s and I first noticed some warnings from the pod about Python 3.6..? > /usr/lib/python3/dist-packages/secretstorage/dhcrypto...
one year ago
0 Votes
14 Answers
1K Views
0 Votes 14 Answers 1K Views
Automatic logging for generated matplotlib works nicely, but for some reason it names the graphs as "00 untitled" and uses series "plot image" in ClearML UI ...
3 years ago
0 Votes
4 Answers
987 Views
0 Votes 4 Answers 987 Views
Is there an easy way to apply the uncommitted changes, logged by ClearML, locally to a dev environment?
2 years ago
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3 Answers
1K Views
0 Votes 3 Answers 1K Views
Also (unrelated), I noticed that after the upgrade to ClearML Server 1.2.0, the AWS (MinIO) credentials are not saved/used. It keeps asking for them whenever...
2 years ago
0 Votes
29 Answers
1K Views
0 Votes 29 Answers 1K Views
We're trying to use the AWS autoscaler and have managed to get it up and running with spinning up instances. However, it does not seem to pull any of the tas...
2 years ago
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0 Answers
1K Views
0 Votes 0 Answers 1K Views
The remote workers seem to insist on using old git credentials, even after I stopped them, updated the conf file, and restarted them using it. Are the creden...
2 years ago
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10 Answers
1K Views
0 Votes 10 Answers 1K Views
Is there any way in the WebUI to search by task name? I see the search bar only goes through projects
3 years ago
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7 Answers
1K Views
0 Votes 7 Answers 1K Views
I'd like the CONSOLE in a ClearML run to show only the stdout/stderr as it does now, but I'd also like ClearML to capture DEBUG level logs. Is there an easy ...
2 years ago
0 Votes
6 Answers
1K Views
0 Votes 6 Answers 1K Views
Soooo… the tooltip for some buttons in the WebUI hides the actual buttons πŸ€” Any quick fixes?
one year ago
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42 Answers
51K Views
0 Votes 42 Answers 51K Views
one year ago
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⚠️ ClearML version 1.8.1 had "fix" for the deferred init which introduces a bug btw, I've opened None to highlight this.
2 years ago
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0 Soooo… The Tooltip For Some Buttons In The Webui Hides The Actual Buttons

I tried that, unfortunately it does not help 😞

one year ago
0 Hey! Probably Missed Something, But I Recently Upgraded To 1.1.1, And I'Ve Just Noticed That Png Artifacts Are Not Displayed In The Preview. Is This Intentional? Edit: Ah, It Has To Be A

Actually TimelyPenguin76 I get only the following as a "preview" -- I thought the preview for an image would be... the image itself..?

3 years ago
0 For Some Reason The Agent Is Now Trying To Use Python 2.7 All Of A Sudden, Any Idea Why?

AgitatedDove14
I'll make a PR for it now, but the long story is that you have the full log, but the virtualenv version is not logged anywhere (the usual output from virtualenv just says which Python version is used, etc).

2 years ago
one year ago
0 Is It Possible To Avoid The Clearml-Agent For Local Installations, And Have The File Server Automatically Use An S3 Bucket? I'Ve Found

Thanks! That's what I thought, but then I get
2021-12-21 22:08:35,376 - clearml.storage - ERROR - Failed uploading: Parameter validation failed: Invalid bucket name "": Bucket name must match the regex "^[a-zA-Z0-9.\-_]{1,255}$" or be an ARN matching the regex "^arn:(aws).*:(s3|s3-object-lambda):[a-z\-0-9]*:[0-9]{12}:accesspoint[/:][a-zA-Z0-9\-.]{1,63}$|^arn:(aws).*:s3-outposts:[a-z\-0-9]+:[0-9]{12}:outpost[/:][a-zA-Z0-9\-]{1,63}[/:]accesspoint[/:][a-zA-Z0-9\-]{1,63}$"

3 years ago
0 I Realize I'M Asking Many Niche Questions - My Apologies

Follow up on this btw, from the WebUI/Server POV, I see there's an "Admin" role, etc. Do those have additional views available, such as users etc?

2 years ago
0 Clearml 1.3.2 I'M Running

I can see the task in the UI, it is not archived, and that's pretty much the snippet, but in full I do e.g.

2 years ago
0 Is There Some Automated Migration For Existing Tasks From Other Mlops Frameworks To Clearml? (Specifically, Interested In Migrating From Mlflow)

Oh! Nice! I'll have a go at it and report back at the PR if it's in a functional state πŸ™‚ Thanks AgitatedDove14 !

2 years ago
0 Is There Some Automated Migration For Existing Tasks From Other Mlops Frameworks To Clearml? (Specifically, Interested In Migrating From Mlflow)

I'll have a look, at least it seems to only use from clearml import Task , so unless mlflow changed their SDK, it might still work!

2 years ago
0 Clearml Version 1.8.1 Had "Fix" For The Deferred Init Which Introduces A Bug Btw, I'Ve Opened

The deferred_init input argument to Task.init is bool by default, so checking type(deferred_init) == int makes no sense to begin with, and is altering the flow.

2 years ago
0 Is There An Easy Way To Add A Link To One Of The Tasks Panels? (As An Artifact, Configuration, Info, Etc)? Edit: And Follow Up Regarding The Dataset. As Discussed Somewhere Previously, The Datasets Are Now Automatically Moved To A Hidden "Sub-Project" Pr

For now we've monkey-patched it to our usecase:

` Dataset._Dataset__hidden_tag = "active"

    def foo(cls, dataset_project, dataset_name):
        dataset_project = dataset_project or "Datasets"
        return dataset_project, dataset_project.rpartition("/")[0]

    Dataset._build_hidden_project_name = foo `
2 years ago
0 Is There A Gcp Driver Similar To

I see that the GUI AutoScaler is only in the paid version, wonder why the GCP driver is not open source?

10 months ago
0 Pipelines Suddenly No Longer Appear In The Pipelines Tab, What Could/Should I Look Into? Edit: Using Latest Clearml (Agent, Server, Sdk), And Creating The Pipelines Via The Pipelinecontroller Sdk (

Happens with the latest version indeed.
I can’t share our code, but the gist of it is:

pipe = PipelineController(name=..., project=..., version=...)

pipe.add_function_step(...)  # Many calls

pipe.set_default_execution_queue(...)
pipe.start(queue=..., wait=True)
one year ago
0 When I Upgrade The Server, Do I Need To Do Anything With The Agents/Queues (Redefine Them, Etc)?

Would be good if that's mentioned explicitly in the docs πŸ˜„ Thanks!

2 years ago
0 Is It Possible To Set Values In Clearml Config File Programmatically? Specifically

StaleButterfly40 what use case are you looking for? I've used environment variables in the config file and then I can overwrite them in os.environ before ClearML loads the config

2 years ago
0 Another Thing, Can I Get The Git Repo/Commit Info Of My Experiment Through The Sdk? Couldn'T Find It In The Docs.

Follow-up question/feature request (out of interest) - could the WebUI show the matching commit message?

2 years ago
0 Hi, I'M Trying To Access/Use Experiment'S Model+Data+Params My Model And Data Are Stored In S3 And I'M Not Sure What Is The Practice Of Getting Them Reddy To Use. When I Use

IIRC, get_local_copy() downloads a local copy and returns the path to the downloaded file. So you might be interested in e.g.
local_csv = pd.read_csv(a_task.artifacts['train_data'].get_local_copy())
With the models, you're looking for get_weights() . It acts the same as get_local_copy() , so it returns a path.

EDIT: I think also get_local_copy() for a model should work πŸ‘

2 years ago
2 years ago
0 !! In Remote Execution, Do Agents Inherit The Config From The Queue From Which They Pull The Task?

Sorry, I misspoke, yes of course, the agents config file, not the queues

2 years ago
0 What Privileges/Iam Role Would The Aws Autoscaler Need?

No need for S3 or other resources?

2 years ago
0 For Remote Execution Where The Queue Has

With clearml-agent 1.5.1

2 years ago
0 Is There Any Way In The Webui To Search By Task Name? I See The Search Bar Only Goes Through Projects

I mean, if I search for "model", will it automatically search for tasks containing "model" in their name?

3 years ago
0 Hi All, I Am Trying To Spin Up Some Aws Autoscaler Instances, But I Seem To Have Some Issues With The Instance Creation:

@<1539780258050347008:profile|CheerfulKoala77> you may also need to define subnet or security groups.
Personally I do not see the point in Docker over EC2 instances for CPU instances (virtualization on top of virtualization).
Finally, just to make sure, you only ever need one autoscaler. You can monitor multiple queues with multiple instance types with one autoscaler.

one year ago
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